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  • IQM Benchmarks
  • Examples
    • IQM Benchmarks: Summary Notebook
    • Clifford Randomized Benchmarking (CRB)
    • Interleaved Randomized Benchmarking (IRB)
    • Error Per Layered Gate (EPLG)
    • Mirror Randomized Benchmarking (MRB)
    • Graph State Bipartite Entanglement
    • Compressive Gate Set Tomography (GST)
    • Quantum Volume (QV)
    • Circuit Layer Operations Per Second (CLOPS)
    • Greenberger–Horne–Zeilinger (GHZ) State Fidelity
    • Q-Score
  • Devices
    • Benchmarking IQM Spark
    • Benchmarking IQM Star
  • Development
    • How to make your own benchmark?
    • 2-Qubit Clifford Group Decomposition
  • API Reference
    • iqm.benchmarks
      • iqm.benchmarks.benchmark
        • iqm.benchmarks.benchmark.BenchmarkBase
        • iqm.benchmarks.benchmark.BenchmarkConfigurationBase
      • iqm.benchmarks.benchmark_definition
        • iqm.benchmarks.benchmark_definition.add_counts_to_dataset
        • iqm.benchmarks.benchmark_definition.default_analysis_function
        • iqm.benchmarks.benchmark_definition.merge_datasets_dac
        • iqm.benchmarks.benchmark_definition.show_figure
        • iqm.benchmarks.benchmark_definition.Benchmark
        • iqm.benchmarks.benchmark_definition.BenchmarkAnalysisResult
        • iqm.benchmarks.benchmark_definition.BenchmarkObservation
        • iqm.benchmarks.benchmark_definition.BenchmarkObservationIdentifier
        • iqm.benchmarks.benchmark_definition.BenchmarkRunResult
      • iqm.benchmarks.circuit_containers
        • iqm.benchmarks.circuit_containers.BenchmarkCircuit
        • iqm.benchmarks.circuit_containers.CircuitGroup
        • iqm.benchmarks.circuit_containers.Circuits
      • iqm.benchmarks.compressive_gst
        • iqm.benchmarks.compressive_gst.compressive_gst
        • iqm.benchmarks.compressive_gst.gst_analysis
      • iqm.benchmarks.entanglement
        • iqm.benchmarks.entanglement.ghz
        • iqm.benchmarks.entanglement.graph_states
      • iqm.benchmarks.logging_config
      • iqm.benchmarks.optimization
        • iqm.benchmarks.optimization.qscore
      • iqm.benchmarks.quantum_volume
        • iqm.benchmarks.quantum_volume.clops
        • iqm.benchmarks.quantum_volume.quantum_volume
      • iqm.benchmarks.randomized_benchmarking
        • iqm.benchmarks.randomized_benchmarking.clifford_rb
        • iqm.benchmarks.randomized_benchmarking.direct_rb
        • iqm.benchmarks.randomized_benchmarking.eplg
        • iqm.benchmarks.randomized_benchmarking.interleaved_rb
        • iqm.benchmarks.randomized_benchmarking.mirror_rb
        • iqm.benchmarks.randomized_benchmarking.multi_lmfit
        • iqm.benchmarks.randomized_benchmarking.randomized_benchmarking_common
      • iqm.benchmarks.readout_mitigation
        • iqm.benchmarks.readout_mitigation.apply_readout_error_mitigation
        • iqm.benchmarks.readout_mitigation.readout_error_m3
        • iqm.benchmarks.readout_mitigation.M3IQM
      • iqm.benchmarks.utils
        • iqm.benchmarks.utils.bootstrap_counts
        • iqm.benchmarks.utils.count_2q_layers
        • iqm.benchmarks.utils.count_native_gates
        • iqm.benchmarks.utils.extract_fidelities
        • iqm.benchmarks.utils.generate_state_tomography_circuits
        • iqm.benchmarks.utils.get_Pauli_expectation
        • iqm.benchmarks.utils.get_active_qubits
        • iqm.benchmarks.utils.get_iqm_backend
        • iqm.benchmarks.utils.get_measurement_mapping
        • iqm.benchmarks.utils.get_neighbors_of_edges
        • iqm.benchmarks.utils.get_tomography_matrix
        • iqm.benchmarks.utils.marginal_distribution
        • iqm.benchmarks.utils.median_with_uncertainty
        • iqm.benchmarks.utils.perform_backend_transpilation
        • iqm.benchmarks.utils.random_hamiltonian_path
        • iqm.benchmarks.utils.reduce_to_active_qubits
        • iqm.benchmarks.utils.remove_directed_duplicates_to_list
        • iqm.benchmarks.utils.retrieve_all_counts
        • iqm.benchmarks.utils.retrieve_all_job_metadata
        • iqm.benchmarks.utils.set_coupling_map
        • iqm.benchmarks.utils.sort_batches_by_final_layout
        • iqm.benchmarks.utils.split_into_disjoint_pairs
        • iqm.benchmarks.utils.split_sequence_in_chunks
        • iqm.benchmarks.utils.submit_execute
        • iqm.benchmarks.utils.timeit
        • iqm.benchmarks.utils.xrvariable_to_counts
      • iqm.benchmarks.utils_plots
        • iqm.benchmarks.utils_plots.draw_graph_edges
        • iqm.benchmarks.utils_plots.evaluate_hamiltonian_paths
        • iqm.benchmarks.utils_plots.plot_layout_fidelity_graph
        • iqm.benchmarks.utils_plots.rx_to_nx_graph
        • iqm.benchmarks.utils_plots.GraphPositions
      • iqm.benchmarks.utils_shadows
        • iqm.benchmarks.utils_shadows.CUE
        • iqm.benchmarks.utils_shadows.get_local_shadow
        • iqm.benchmarks.utils_shadows.get_negativity
        • iqm.benchmarks.utils_shadows.local_shadow_tomography
  • License
  • Changelog
  • .rst

IQM Benchmarks

Contents

  • Contents
  • Indices and tables

IQM Benchmarks#

Release:

2.42

Date:

2025-07-26

Source Code:

iqm-finland/iqm-benchmarks

Quantum Characterization, Verification, and Validation (QCVV) tools for quantum computing. Developed by IQM.

Contents#

  • IQM Benchmarks
    • Installation (latest release)
    • Optional dependencies
    • Development installation (latest changes)
    • Characterize Physical Hardware
  • Examples
    • IQM Benchmarks: Summary Notebook
    • Clifford Randomized Benchmarking (CRB)
    • Interleaved Randomized Benchmarking (IRB)
    • Error Per Layered Gate (EPLG)
    • Mirror Randomized Benchmarking (MRB)
    • Graph State Bipartite Entanglement
    • Compressive Gate Set Tomography (GST)
    • Quantum Volume (QV)
    • Circuit Layer Operations Per Second (CLOPS)
    • Greenberger–Horne–Zeilinger (GHZ) State Fidelity
    • Q-Score
  • Devices
    • Benchmarking IQM Spark
    • Benchmarking IQM Star
  • Development
    • How to make your own benchmark?
    • 2-Qubit Clifford Group Decomposition
  • API Reference
    • iqm.benchmarks
  • License
  • Changelog

Indices and tables#

  • Index

  • Module Index

  • Search Page

next

IQM Benchmarks

Contents
  • Contents
  • Indices and tables

By IQM Benchmarks developers

© Copyright 2024, IQM.

Last updated on 2025-07-26.